{"id":"W2914259517","doi":"10.1111/aos.14016","title":"Retinal blood oxygen saturation and aqueous humour biomarkers in early diabetic retinopathy","year":2019,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Medicine; Diabetic retinopathy; Retinal; Hepatocyte growth factor; Vascular endothelial growth factor; Aqueous humour; Ophthalmology; Cytokine; Biomarker; Oxygen saturation; Growth factor; Internal medicine; Endocrinology; Aqueous humor; VEGF receptors; Diabetes mellitus; Oxygen; Chemistry; Receptor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001229464,0.0001872068,0.0002934713,0.00009666334,0.00004419518,0.00003111859,0.00007488774,0.0001322521,0.0002664124],"category_scores_gemma":[0.00010774,0.0001403801,0.00007315692,0.0001661458,0.00005877803,0.00007739123,0.00005619491,0.0001462943,0.00007943464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000368361,"about_ca_system_score_gemma":0.00003158191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001011689,"about_ca_topic_score_gemma":6.015822e-7,"domain_scores_codex":[0.9987919,0.00008334763,0.0002293253,0.0004090906,0.0001927606,0.0002936206],"domain_scores_gemma":[0.9993773,0.00007664145,0.00009053489,0.0002690753,0.0000373668,0.0001491443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000721661,0.0003419603,0.9800162,0.00006726648,0.00009774155,0.002044716,0.0000940905,1.480144e-7,0.01593141,0.00003024998,0.0000310018,0.000623608],"study_design_scores_gemma":[0.001721687,0.002111243,0.9935282,0.0001202552,0.0001376559,0.001324912,0.0000712299,0.00002564683,0.000502544,0.0002685969,0.00004074094,0.0001472731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891917,0.0007164425,1.144566e-7,0.0005222732,0.00007390523,0.0006464427,0.000008564263,0.00003346693,0.008807092],"genre_scores_gemma":[0.9989216,0.00008467106,0.0002615079,0.00008940001,0.00003231217,0.00002897266,0.00004531266,0.00001721952,0.0005189565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01542886,"threshold_uncertainty_score":0.5724534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343050839395506,"score_gpt":0.2573990468400373,"score_spread":0.2439685384460823,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}